Automation agency · Product studio · Automation Squad OS coming soon
AI that actually works for your job.
Automation Squad is an automation agency and product studio: custom MCP servers, connectors, agent skills, micro-SaaS, and end-to-end process automations — with Automation Squad OS on the way. The rankings below are us showing our work in public: real tools, scored with SquadScore™ on vendor-published specs, every correction dated.
Every number checked against vendor pages · Data researched August 2026
- 10
- Tools scored on published specs
- 45
- Head-to-head comparisons
- 870
- Roles mapped to AI stacks
- 6
- Best-for lists
The method
How SquadScore works
Every tool is broken down spec by spec. We normalise each measurement onto a 0–100 quality scale, weight it by how much it actually decides whether a rollout survives contact with your team, and combine them into one transparent score out of 100. Read the full published methodology.
1. Spec-driven
Price per seat, security tier, setup effort, connector support and more — checked against the vendor's own published page, not a competitor's comparison table.
2. Quantitative & weighted
Each spec carries a published weight based on what actually decides adoption. No vibes, no vendor pressure — the math decides the ranking, and you can see the math.
3. Role-aware
We re-weight the same data for the job it's bought for — corner office, sales, marketing, finance, real estate — to build best-for lists that mean something.
What actually moves the score
SquadScore™ v1.0 weights · sum to 100- Price Per Seat18%
- Security & Admin14%
- Setup Effort14%
- Free Tier Quality12%
- Business Integrations12%
- Data & Tool Connections12%
- Context Window10%
- Where It Runs8%
Seat price outweighs everything because it is what finance actually signs. When a vendor publishes no figure, that spec drops out and the rest re-balance.
The human behind the scores
A real person signs every score.
I'm Robert MacKelfresh — consultant, author, and builder with 25+ years across programming, marketing, ecommerce, and automation. I build the tooling behind Automation Squad and write The AI Five — and every ranking here ships under my name, not a content farm's. Specs weighted in the open, corrected in public with dates when a number moves. If a score looks wrong, the research log is right on the page — check my work.
The studio
We don’t just score automation. We build it.
Automation Squad is an automation agency and product studio. Some of what we build is free, some is paid — all of it is the same tooling our own businesses run on.
Custom MCP servers
Purpose-built Model Context Protocol servers that put your systems within reach of any AI assistant.
Connectors & integrations
The glue between the tools you already run — built, documented, and maintained.
Agent skills
Packaged expertise your AI agents load on demand — playbooks they actually follow.
Micro-SaaS
Small, sharp tools that do one job well enough to pay for themselves.
Prompt packs
Runnable prompts tested against real work — not inspiration decks.
Process automations
Intake, reporting, follow-up — the work that eats a Tuesday, automated end to end.
Automation Squad OS
An entire automation operating system — think n8n meets Claude Code. Visual process automation fused with an agent workforce that plans, builds, runs, and repairs its own workflows.
The directory
Browse by category
The leaderboard
The current category leader
The current SquadScore leader in each class.
Re-weighted by job
Best for your role
The same scored data, re-weighted for the job it has to do — a CFO and a broker are not buying the same tool for the same reasons.
Latest news
All newsAnthropic Raises Its Own Risk Rating
Anthropic's second Risk Report moves catastrophic misalignment in high-stakes settings from "very low" to "low", and discloses an unreleased internal model, Model 2, that it says it has no current plans to ship.
InfrastructureDDR5 Is Up 485% in a Year
A 128GB DDR5-6400 kit now costs $3,399, and 64GB kits that were under $200 last summer are over $1,000. AI datacentre demand is absorbing DRAM production, and new capacity is unlikely before late 2027.
SecurityGitLab Ships an Out-of-Band Critical Fix
CVE-2026-19478 lets an unauthenticated attacker modify or delete public projects and user data through a GraphQL directive. GitLab patched it on August 17, outside its normal release schedule.
Start here: guides
All guidesRunnable today
Prompts that actually do something
Every entry is runnable. Copy the text, paste it into the tool it was written for, get a usable result in under a minute — no prompt engineering required.